(Ebook PDF) SAS for R users a book for budding data scientists First Edition by Ajay Ohri-Ebook PDF Instant Download/Delivery:9781119256434, 1119256437
Instant download Full Chapter of SAS for R users a book for budding data scientists 31st Edition after payment
Product details:
ISBN 10: 1119256437
ISBN 13: 9781119256434
Author: Ajay Ohri
Table of contents:
1 About SAS and R
- 1.1 About SAS
- 1.2 About R
- 1.3 Notable Points in SAS and R Languages
- 1.4 Some Important Functions with Comparative Comparisons Respectively
- 1.5 Summary
- 1.6 Quiz Questions
- Quiz Answers
2 Data Input, Import and Print
- 2.1 Importing Data
- 2.2 Importing Data in SAS
- 2.3 Importing Data in R
- 2.4 Providing Data Input
- 2.5 Data Input in SAS
- 2.6 Printing Data
- 2.7 Summary
- 2.8 Quiz Questions
- Quiz Answers
3 Data Inspection and Cleaning
- 3.1 Introduction
- 3.2 Data Inspection
- 3.3 Missing Values
- 3.4 Data Cleaning
- 3.5 Quiz Questions
- Quiz Answers
4 Handling Dates, Strings, Numbers
- 4.1 Working with Numeric Data
- 4.2 Working with Date Data
- 4.3 Handling Strings Data
- 4.4 Quiz Questions
- Quiz Answers
5 Numerical Summary and Groupby Analysis
- 5.1 Numerical Summary and Groupby Analysis
- 5.2 Numerical Summary and Groupby Analysis in SAS
- 5.3 Numerical Summary and Group by Analysis in R
- 5.4 Quiz Questions
- Quiz Answers
6 Frequency Distributions and Cross Tabulations
- 6.1 Frequency Distributions in SAS
- 6.2 Frequency Distributions in R
7 Using SQL with SAS and R
- 7.1 What is SQL?
- 7.2 SQL Select
- 7.3 Merges
- 7.4 Summary
- 7.5 Quiz Questions
- Quiz Answers
8 Functions, Loops, Arrays, Macros
- 8.1 Functions
- 8.2 Loops
- 8.3 Arrays
- 8.4 Macros
- 8.5 Quiz Questions
- Quiz Answers
9 Data Visualization
- 9.1 Importance of Data Visualization
- 9.2 Data Visualization in SAS
- 9.3 Data Visualization in R
- 9.4 Quiz Questions
- Quiz Answers
10 Data Output
- 10.1 Data Output in SAS
- 10.2 Data Output in R
- 10.3 Quiz Questions
- Quiz Answers
11 Statistics for Data Scientists
- 11.1 Types of Variables
- 11.2 Statistical Methods for Data Analysis
- 11.3 Distributions
- 11.4 Descriptive Statistics
- 11.5 Inferential Statistics
- 11.6 Algorithms in Data Science
- 11.7 Quiz Questions
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